Hackathon Projects

Legacy AI - Creator takes a website URL and a topic, learns your brand voice and what’s landing in short-form right now, then writes a shoot brief — shot list, what to say, how to hold the camera. You film about 30 seconds on your phone; the pipeline cuts silence and fillers, burns in captions, renders a vertical Reel, and can post it to Instagram.

AI-generated recap videos of the internet's hottest dramas! Discovered and researched automatically. Clippt monitors the internet for trending dramas and controversies (starting with tech & AI drama lore), researches the actual posts and quotes as evidence, and produces a narrated, social-media-ready short via MoneyPrinterTurbo. Every claim in the research output is tied to a scraped source; V1 puts that sourcing in the script and metadata (on-screen receipt cards come later). Live TikTok creator account: https://www.tiktok.com/@tech.lore.ai Credentials for live product: admin@clippt.local thisisareallycoolproject

getgoyng — a browser-based motion-graphics studio that turns written content into a finished, animated social post. Paste a headline, article URL, story premise, or product description; it plans the slides, generates imagery and a voiceover, arranges them into a cinematic 3D motion carousel, and exports a ready-to-post video. The distinguishing bet: it doesn't call a video-generation API. It owns a real-time WebGL motion engine, so restyling — preset, colour, timing — is a slider move, not a re-render and not another API bill. Generation is used only for planning (Claude), imagery, and voice (fal).

We built an AI-powered Brand Operating System that understands a brand’s strategy, voice, visual identity, and goals—and learns from every piece of feedback. It helps founders, creators, and small businesses produce consistent, on-brand content without needing an expensive creative team.

NextBestContent turns audience comments into three evidence-backed content opportunities, then creates an editable YouTube Short or LinkedIn document and checks it through PreFlight AI (Media & Compliance Engine) acts as an automated pre-publish QA linter that scans videos and metadata before release. It detects missing audio tracks, verifies thumbnail safe-zones, validates sponsor links, and enforces FTC #ad compliance to protect creator revenue.

Thunder is audience intelligence and scenario testing for creators. It paste historical comments plus a draft, run a multi-agent jury grounded in comment evidence, then get a better five-slide carousel before you publish. Tagline: Test your post before your audience does.

Strolling turns a walk through the city into ready-to-post content — and it pays for itself. It's two wins in one stroll: creators get rewarded in real perks (a free coffee, a meal, a drink), and local businesses get authentic, proof-of-visit content they know is real — not staged. The app guides the creator step by step through each stop — telling them exactly how to shoot but keeps their real opinions — at the very businesses that need them to grow. Then it handles the hard part automatically: raw photos and a few spoken words become a finished vertical video, ready to post.

ContentPilot guides creators through a 30-day content loop: niche setup and briefing, brainstorm and research with human approval, and a calendar with scripts and production to-dos. It pulls in performance by platform, derives learnings, and produces Plan v2 plus a monthly feedback report with trends and comment insights. The idea is one repeatable cycle—plan, create, measure, improve—instead of posting without a system.

LAD MCP is a "code review" for content: it scrapes website content, improves your prompts, evaluates AI-generated drafts, explains what is weak, and produces a stronger version. Users can start with a prompt, existing idea, or even just a company URL. Building a portable judgment and taste layer that can work across models, platforms, and eventually every content format.

Pulse reads every comment on a creator's YouTube video, classifies it with structured LLM output, and ranks recurring themes into a "make this next" board — surfacing business leads and spam as counts only. It then generates a spoken audience briefing and pushes the results straight into the creator's workflow via n8n (Sheets/Slack), so creators and social teams act on real audience signal instead of scrolling comments or waiting on an analytics dashboard.

Social World Simulator is a pre-publish AI audience reaction & virality engine. Before posting content online, creators simulate real-time audience reactions, 2D force-directed community graph propagation, second-by-second retention heatmaps, and strict AI script rewrites across autonomous AI personas.

X Feed Filter is a browser extension that filters your X (Twitter) timeline with plain-English rules — hiding posts by topic, category, author, or low engagement — using an on-device LLM, so nothing you read ever leaves your machine. It helps anyone who wants to override the algorithm and reclaim their attention without handing their feed to a third-party server.

No Cap matches D2C brands with video micro-influencers using proven campaign signals. Brands fund a pool, No Cap handles matching, creators post UGC, and payouts split automatically by performance plus base pay.

Spotlight is an AI coach that sits between a creator's draft and the publish button. It builds a "voice fingerprint" from a creator's own videos, then scores any new post on two independent axes — does it sound like you, and does it fit what's trending now — and surfaces the tension between them instead of averaging it into a meaningless number. Every insight comes with receipts: the exact video, comment, or line it's based on.

PmC – Pimp my Content is an AI-powered content manager for social media creators: It identifies current trends in a creator’s niche and provides three specific content suggestions. Instead of generating finished content, the AI provides only curated suggestions—the creative decision and execution always remain with the creator. In this way, PmC helps creators who struggle with a lack of structure, trend overload, or consistency in their posts to once again produce content in a targeted manner and with a clear plan.

Our tool takes the highlight segments from a long video, clips them, and adds AI-generated content that matches the footage to create viral short videos. These are then published on short-video platforms, helping content creators quickly gain more viewers from other short-video sites.

AgencyPulse is a lightweight budget tracking and time-logging tool built for social media agencies. It helps agency owners and team leads prevent budget drift with real-time drift alerts, margin analysis, and a secure client portal.

In today's digital world, fake and unverified information spreads faster than ever, creating confusion and misinformation. Myth Buster is an AI-powered fact-checking platform that verifies text, audio, and video content to help users identify trustworthy information. Stay informed with facts, not fiction.

A new immersive and highly customizable gaming experience for the hospitality industry

MechaGen is an AI-assisted web app that turns natural-language specs into 3D mechanical geometry with an interactive viewport and STL / OBJ export.

We sit on top of any vector DB and run ML workloads directly on retrieved results

ContextSuite is a specialized context and governance suite for coding assistants. Its goal is to prevent regression of previously approved logic by preserving historical issue context

SafetyGuard is a multi-agent AI safety analysis platform designed to help engineering teams audit, score, and fix safety issues in AI-powered applications before they reach production.

ComplyAI lets teams create projects, connect any LLM endpoint, run structured compliance evaluations, and track model behaviour over time - all mapped to real EU AI Act articles and GDPR obligations.

SafeWander is a real-time safety app for solo travelers and women. It uses AI, crime data, & community feedback to map street-level safety, providing the safest routes and alerts for travel confidence

AI powered marketing assistant for e-commerce

An AI powered fitness and nutrition companion built with langchain based MCP Services with Featherless as the LLM inference provider.

An AI-powered multilingual virtual receptionist that fully automates clinic front-desk operations.

A simple workspace to follow what your AI agents are doing, see their runs over time, and review the steps they took in one clear dashboard.

Your AI immigration bureaucracy concierge. Voice-first assistant that guides you through every step and document in your language. Gamified journey, RAG-accurate.

ShakshoukAI is an AI-powered app that reads, sort and analyses your documents and create prioriy and tasks using n8n workflows and an OpenAI agent

Modern scientific papers and reports with the power of Typst. Local-first, offline-first and lightning fast

AI that predicts crop quality and shipment risk before selling. Helps fresh produce operators avoid €10k-€50k losses per shipment through computer vision-based pre-harvest quality forecasting.

We build an AI-powered social platform that helps researchers discover relevant papers, collaborate in sessions, and accelerate research with industry and funding connections.

AI-powered traffic signal optimizer that analyzes 304K real sensor readings to reduce red-light stops by 17% using Green Wave corridor synchronization.

Go Fish turns chaotic group planning into one fast, AI-powered flow that collects everyone’s preferences, finds the best shared option, and gets the whole crew aligned in minutes.

LLM Council as a personal expert assistant (finished product)

An AI-powered web application that turns a photo of a city problem into a structured, geo-tagged report automatically sent to the responsible municipal department

AI-powered 3d renderer for digital backup of door,bike keys as ready to print .stl files

Natural Language Policy Validation & Data Collection for Humanoid Robots

ZestLearn is an AI-powered, privacy-first digital consultant platform that transforms fragmented organizational knowledge into compliant, expert-grade intelligence for smarter decisions.

AI coaching app that auto-analyzes your Strava workouts with LLM and delivers personalized voice debriefs via ElevenLabs

Fully local and private AI document Q&A and pipeline automation; upload -> chunk -> embed -> chat with AI

An A2A Intelligence platform that bridges the AI trust Gap

AI job-application copilot: master CV, JD-tailored documents, voice mock interviews, and an application tracker—built for DACH job seekers.

Planite checks the availability of selected people, analyzes their schedules, and suggests the best possible time slot where everyone is free - eliminating back-and-forth coordination.

Nirra – An interactive AI storybook that sparks children's creativity, helps parents understand their kids, and in a special version supports schools & NGOs with vulnerable or traumatized children.

An Mighty Product Search Database comparing and chechking the inventory of different Supermarkets, helping the customer finding a product they need or want

An AI communication tool that transcribes, corrects, and speaks back impaired speech in the user's own cloned voice, personalised to their unique speech patterns over time.

Germany's first platform where patients video-consult a real doctor — or AI agent — with their complete medical record in one click.

A powerful and thoughtful AI Travel Advisor for flexible trip planning in Germany.

Study2Gather helps students find cafés to study, reserve seats, and join focus sessions. QR check-ins verify presence, while rewards and forums create a motivating study community.

Maritime and logistics signals → live probability → your plants, suppliers, and fleet on one map — Riscon, the supply-chain risk command center.

PlayAble is an accessible browser-based gaming portal that lets people with limited motor control play games using voice, gesture, and simplified inputs.

HappyPlant is to keep your plants healthy in the longterm

AI synthetic role-based intelligence platform

Voice-first multi-language AI tutor with persistent memory across platforms (app, telegram, etc.). Build for 3M+ immigrant families in Germany, navigating a school system no one explained to them.

An AI orchestration platform that delivers role-specific intelligence — from style advice for everyday users to workflow automation for developers — powered by a single, extensible backend.

An AI-powered voice assistant for seniors that understands the smartphone screen and explains actions live, step by step. kotlin mobile application (android), fastify backend and landingpage

A personalized GPS smart collar with real-time health monitoring (temperature tracking) that prevents emergencies before they happen — at half the cost of competitors.

The system demonstrates a complete automated PR review pipeline combining static analysis, OSV-based vulnerability detection, and AI-driven reasoning. Due to hackathon constraints, we prioritized core

PraktiMatch connects students with the right internships that truly fit them and helps them develop their career profile step by step

Cross-platform library for PDF anonymization: a macOS Swift app finds personal data, highlights it, and anonymizes selected areas without breaking the document layout

An AI-powered outbound pipeline that automatically redesigns and pitches websites to local businesses

An AI-powered voice companion that helps grandparents share their life stories and transforms them into lasting family memories like memoirs, podcasts, and digital archives.

AI-powered interviews capture retiring employees' knowledge and deliver it to successors via chatbot to prevent brain drain.

One platform for discovering, planning and remembering events